1 code implementation • 31 Jul 2024 • Seongju Lee, Junseok Lee, Yeonguk Yu, Taeri Kim, Kyoobin Lee
MART is a hypergraph transformer architecture to consider individual and group behaviors in transformer machinery.
1 code implementation • 19 Dec 2023 • Taeri Kim, Jiho Heo, Hongil Kim, Kijung Shin, Sang-Wook Kim
While there exist a number of recommender systems designed for this problem, we point out that they are challenged in accurately capturing the relation (spec., the degree of relevance) between the current and each of the past visits for the patient when obtaining her current health status, which is the basis for recommending medications.
1 code implementation • 15 Dec 2023 • Yungi Kim, Taeri Kim, Won-Yong Shin, Sang-Wook Kim
In this paper, we focus on multimedia recommender systems using graph convolutional networks (GCNs) where the multimodal features as well as user-item interactions are employed together.
1 code implementation • 3 Sep 2022 • Taeri Kim, Noseong Park, Jiwon Hong, Sang-Wook Kim
Many cyberattacks start with disseminating phishing URLs.
2 code implementations • 14 Nov 2021 • Taeyong Kong, Taeri Kim, Jinsung Jeon, Jeongwhan Choi, Yeon-Chang Lee, Noseong Park, Sang-Wook Kim
To our knowledge, we are the first who design a hybrid method and report the correlation between the graph centrality and the linearity/non-linearity of nodes.